code-summarization

Agent4cs is a multi-agent framework that summarizes large, hierarchical codebases in a bottom-up fashion using specialized agents for summarization, keyword extraction, and quality assurance, achieving up to 8% improvement in semantic consistency and 38% gain in keyword coverage over baselines.